2 papers
eess.SP2019
Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data
Kai Shen, Anya Mcguirk, Yuwei Liao +2
Sensor data analysis plays a key role in health assessment of critical equipment. Such data are multivariate and exhibit nonlinear relationships. This paper describes how one can e…
stat.AP2018
A new bandwidth selection criterion for using SVDD to analyze hyperspectral data
Yuwei Liao, Deovrat Kakde, Arin Chaudhuri +3
This paper presents a method for hyperspectral image classification that uses support vector data description (SVDD) with the Gaussian kernel function. SVDD has been a popular mach…